CI/CD platforms · Named, not rankedJFrog Pipelines
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. JFrog Pipelines has 1.
Why models recommend it
No positive label carried a quote.
What gives them pause
“The clearest platform to avoid for a new deployment is JFrog Pipelines: it reached end of life”GPT-6 Luna · Negative question · warning
Also on the shortlist
The products named in the same answers as JFrog Pipelines, over the 1 answer that named it, and how often each was the first choice instead.
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on JFrog Pipelines's own site, not checked by Gane.
- Free plan or trial
- Free Trial
- Integrations
- 100
- Hosting
- Amazon AWS, Microsoft Azure, Google Cloud
- Customers named
- Credit Karma, FFF Enterprises, Deloitte, Autonomous Robotics Research Center, TII (Technology Innovation Institute), Informatica, Oracle
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 1 of the 1 answers that named JFrog Pipelines and are not a share of its labels.
Domains cited
Four of the five domain citations in answers naming JFrog Pipelines came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 959 | 0 | 2021-04-07 | SIEM, SAST | |
| Webinar or virtual event | 210 | 0 | 2026-03-11 | IaC, SAST | |
| Glossary or explainer | 139 | 1 | 2026-07-28 | IaC, SAST | |
| News or press | 106 | undated | |||
| Report or ebook | 91 | undated | |||
| Comparison | 59 | undated | |||
| Conference or event | 43 | 1 | 2026-07-28 | ||
| Case study | 18 | undated | |||
| Template or tool | 9 | 0 | 2021-02-09 | ||
| Podcast or video | 1 | 0 | 2022-05-05 |
Most recent
- 2026-07-28What is artifactory jfrog glossary or explainer
- 2026-07-28Jfrog to present at upcoming investor conferences 3 conference or event
- 2026-03-11Webinar recap forrester tool consolidation future of appsec webinar or virtual event
- 2022-05-058 of the best machine learning podcasts to listen to in 2022 podcast or video
- 2021-04-07Npm flies with jfrog cli blog
- 2021-02-09Cloud native ci cd the ultimate checklist template or tool
Events in person
- August 12, 2026Canaccord Genuity Annual Growth ConferenceBoston, United States · spoke
- August 10, 2026KeyBanc Technology Leadership ForumDeer Valley, United States · spoke
As the event pages on jfrog.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page jfrog.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.